MCP Server Quality Scores
Independent quality analysis of 68784 public MCP servers
Last updated 1 hour, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68651 |
SPARDA
Claim
SPARDA is a zero-configuration MCP builder that converts existing Express and F…
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| 68652 |
lumora
Claim
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| 68653 |
Tsumugi
Claim
An MCP-based memory layer for autonomous agents that provides observation, memo…
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| 68654 |
A Dockerized MCP server that fetches your GitHub repositories, indexes them int…
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| 68655 |
church-mcp
Claim
Provides tools to access information about religious institutions and community…
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| 68656 |
@noticed/cli
Claim
CLI and stdio MCP server for noticed. Exposes ~50 noticed agent capabilities (n…
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| 68657 |
Praesago
Claim
UK property area intelligence: validated trajectory scores, gentrification earl…
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| 68658 |
Impreza Host MCP Server
Claim
Enables deploying apps, managing servers, domains/DNS, VPS lifecycle, and accou…
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| 68659 |
Provides a standardized interface for interacting with Google-Sheet's tools and…
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| 68660 |
MCP Memory
Claim
MCP Memory is a MCP Server that gives MCP Clients the ability to remember infor…
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| 68661 |
MBTA MCP Server
Claim
Enables AI clients to access Boston's MBTA public transit data, including real-…
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| 68662 |
cachebro
Claim
Provides file caching and diff tracking for AI coding agents, reducing token us…
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| 68663 |
SharePoint Bridge
Claim
Controls SharePoint through natural language via Microsoft Graph API, enabling …
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| 68664 |
mcp-server
Claim
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| 68665 |
stripe-analytics-mcp
Claim
Provides real-time Stripe subscription analytics including MRR, churn, failed p…
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| 68666 |
quickstart-resources
Claim
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| 68667 |
chisel
Claim
Enables AI agents to construct, edit, and export 3D models using geometric prim…
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| 68668 |
mitaiventurestudioshw3v2
Claim
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| 68669 |
SAP MCP Server
Claim
Enables AI assistants to securely connect with SAP ABAP and BTP services, allow…
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| 68670 |
Enables AI to save, organize, search, and synthesize research materials using a…
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| 68671 |
Mathematica MCP Server
Claim
Enables MCP clients to execute Mathematica code via wolframscript and verify ma…
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| 68672 |
Local Figma MCP Server
Claim
Bridges MCP clients to Figma, enabling live canvas manipulation via a plugin We…
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| 68673 |
Enables Claude to interact with Google Workspace services including Gmail, Driv…
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| 68674 |
rag-mcp
Claim
A RAG service based on FastMCP that enables document indexing and retrieval (ke…
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| 68675 |
Connects the 1001 Albums Generator dataset to AI assistants, enabling natural l…
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| 68676 |
Saya
Claim
Enables agents to query team brain for memory, channels, decisions, skills, and…
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| 68677 |
bragdoc-mcp
Claim
Helps capture professional achievements using the STAR method through iterative…
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| 68678 |
TradingView MCP Server
Claim
Connects AI assistants to TradingView Desktop via Chrome DevTools Protocol for …
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| 68679 |
mcp-data-issy
Claim
MCP server for querying and exploring Issy-les-Moulineaux open data datasets (c…
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| 68680 |
mcp-db-server
Claim
Enables querying PostgreSQL and MySQL databases using natural language, with RE…
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| 68681 |
traders-edge-mcp
Claim
Provides a consolidated 0DTE options cockpit for SPX/SPXW, including chain, Gre…
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| 68682 |
Gmail MCP
Claim
Enables AI assistants to send, read, search, and manage Gmail emails, drafts, a…
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| 68683 |
Argus MCP Server
Claim
MCP server for the Argus E2E Testing Agent, enabling AI coding assistants to pe…
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| 68684 |
Deskbrid
Claim
Linux desktop HAL for AI agents. One daemon, one socket, every desktop action. …
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| 68685 |
WoW Armory MCP Server
Claim
Enables AI assistants to look up World of Warcraft character information and re…
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| 68686 |
mcp-media-toolkit
Claim
Generates AI images using Google Gemini and uploads them to S3-compatible stora…
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| 68687 |
@lakehouse/mcp-server
Claim
MCP server for Lakehouse42, enabling code-first tool discovery, hybrid search, …
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| 68688 |
SQLite MCP Server
Claim
Provides read and write access to multiple SQLite databases through the Model C…
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| 68689 |
WLADY_CODE MCP
Claim
An MCP server that turns any codebase into a queryable knowledge graph — and re…
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| 68690 |
A secure and optimized MCP server for integrating ClickUp project management, e…
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| 68691 |
konid-ai
Claim
A language expression coach MCP server that provides native-sounding translatio…
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| 68692 |
QGISMCP
Claim
QGISMCP connects QGIS to Claude AI through the Model Context Protocol (MCP), al…
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| 68693 |
or-info
Claim
Enables AI agents to query OpenRouter model information including prices, ELO r…
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| 68694 |
project-mcp
Claim
A FastMCP server that exposes predefined artifacts as Resources and project lif…
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| 68695 |
CodeDoc MCP Server
Claim
Enforces code quality, security, and architectural integrity by auditing, refac…
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| 68696 |
grok-mcp
Claim
Enables searching X (Twitter) using the xAI Grok API to get summarised answers …
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| 68697 |
nyc-property-intel
Claim
MCP server giving Claude AI access to 22+ NYC public-record databases for real …
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| 68698 |
Tika MCP Server
Claim
Extracts text and metadata from various file formats (PDF, DOCX, images with OC…
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| 68699 |
A cross-platform screenshot tool that lets coding agents capture and view their…
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| 68700 |
renoise-mcp
Claim
MCP server for controlling Renoise via OSC. Lets Claude compose music by writin…
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